Profiling Report

Dataset statistics

Number of variables	18
Number of observations	103770
Missing cells	85
Missing cells (%)	< 0.1%
Duplicate rows	643
Duplicate rows (%)	0.6%
Total size in memory	14.3 MiB
Average record size in memory	144.0 B

Variable types

Text	3
Numeric	12
Categorical	2
DateTime	1

Alerts

Dataset has 643 (0.6%) duplicate rows	Duplicates
`Topic_4` is highly overall correlated with `breadth` and 1 other fields	High correlation
`breadth` is highly overall correlated with `Topic_4`	High correlation
`depth` is highly overall correlated with `Topic_4`	High correlation
`has_images` is highly imbalanced (76.4%)	Imbalance
`Helpfulness` is highly skewed (γ1 = 102.1419687)	Skewed
`Helpfulness` has 93849 (90.4%) zeros	Zeros

Reproduction

Analysis started	2025-01-14 13:53:47.473425
Analysis finished	2025-01-14 13:54:08.351408
Duration	20.88 seconds
Software version	ydata-profiling vv4.12.1
Download configuration	config.json

product_name
Text

Distinct	77
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	810.8 KiB

Length

Max length	199
Median length	166
Mean length	134.51351
Min length	37

Characters and Unicode

Total characters	13958467
Distinct characters	79
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8
2nd row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8
3rd row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8
4th row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8
5th row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8

Value	Count	Frequency (%)
	81554	3.6%
with	58679	2.6%
for	49353	2.2%
to	42082	1.9%
and	41908	1.9%
tv	32437	1.4%
wireless	28415	1.3%
black	25724	1.1%
ipad	22283	1.0%
mount	20897	0.9%
Other values (692)	1847217	82.1%

Most occurring characters

Value	Count	Frequency (%)
	2146779	15.4%
e	947819	6.8%
o	748745	5.4%
a	717288	5.1%
t	704941	5.1%
i	672044	4.8%
r	612767	4.4%
n	521444	3.7%
l	474610	3.4%
s	399488	2.9%
Other values (69)	6012542	43.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13958467	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2146779	15.4%
e	947819	6.8%
o	748745	5.4%
a	717288	5.1%
t	704941	5.1%
i	672044	4.8%
r	612767	4.4%
n	521444	3.7%
l	474610	3.4%
s	399488	2.9%
Other values (69)	6012542	43.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13958467	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2146779	15.4%
e	947819	6.8%
o	748745	5.4%
a	717288	5.1%
t	704941	5.1%
i	672044	4.8%
r	612767	4.4%
n	521444	3.7%
l	474610	3.4%
s	399488	2.9%
Other values (69)	6012542	43.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13958467	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2146779	15.4%
e	947819	6.8%
o	748745	5.4%
a	717288	5.1%
t	704941	5.1%
i	672044	4.8%
r	612767	4.4%
n	521444	3.7%
l	474610	3.4%
s	399488	2.9%
Other values (69)	6012542	43.1%

Average_rating
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5065973

Minimum	3.8
Maximum	4.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	3.8
5-th percentile	3.9
Q1	4.4
median	4.6
Q3	4.7
95-th percentile	4.8
Maximum	4.9
Range	1.1
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.23024045
Coefficient of variation (CV)	0.051089643
Kurtosis	1.1738643
Mean	4.5065973
Median Absolute Deviation (MAD)	0.1
Skewness	-1.2286948
Sum	467649.6
Variance	0.053010663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
4.6	30121	29.0%
4.7	23364	22.5%
4.5	13851	13.3%
4.3	12024	11.6%
4.4	6496	6.3%
4.8	4876	4.7%
3.9	3329	3.2%
4.1	2913	2.8%
4.2	2695	2.6%
3.8	1881	1.8%
Other values (2)	2220	2.1%

Value	Count	Frequency (%)
3.8	1881	1.8%
3.9	3329	3.2%
4	1121	1.1%
4.1	2913	2.8%
4.2	2695	2.6%
4.3	12024	11.6%
4.4	6496	6.3%
4.5	13851	13.3%
4.6	30121	29.0%
4.7	23364	22.5%

Value	Count	Frequency (%)
4.9	1099	1.1%
4.8	4876	4.7%
4.7	23364	22.5%
4.6	30121	29.0%
4.5	13851	13.3%
4.4	6496	6.3%
4.3	12024	11.6%
4.2	2695	2.6%
4.1	2913	2.8%
4	1121	1.1%

Num_of_Rating
Real number (ℝ)

Distinct	77
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50352.655

Minimum	15398
Maximum	223181
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	15398
5-th percentile	16453
Q1	21988
median	36537
Q3	62436
95-th percentile	122681
Maximum	223181
Range	207783
Interquartile range (IQR)	40448

Descriptive statistics

Standard deviation	40873.233
Coefficient of variation (CV)	0.81173938
Kurtosis	5.0957856
Mean	50352.655
Median Absolute Deviation (MAD)	16550
Skewness	2.115707
Sum	5.225095 × 10⁹
Variance	1.6706212 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110444	1983	1.9%
33336	1954	1.9%
76290	1881	1.8%
104579	1780	1.7%
33087	1666	1.6%
24205	1656	1.6%
119789	1635	1.6%
18908	1607	1.5%
64529	1588	1.5%
201075	1586	1.5%
Other values (67)	86434	83.3%

Value	Count	Frequency (%)
15398	1040	1.0%
15469	1088	1.0%
16023	1190	1.1%
16085	1452	1.4%
16453	1121	1.1%
17206	1449	1.4%
17230	1034	1.0%
17318	1099	1.1%
18061	1018	1.0%
18244	1407	1.4%

Value	Count	Frequency (%)
223181	1385	1.3%
201075	1586	1.5%
148591	1147	1.1%
122681	1327	1.3%
119789	1635	1.6%
110468	1346	1.3%
110444	1983	1.9%
104579	1780	1.7%
100244	1555	1.5%
85201	1019	1.0%

Rating
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	810.8 KiB

5.0	70640
1.0	12668
4.0	9621
3.0	6027
2.0	4814

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	311310
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5.0
2nd row	1.0
3rd row	3.0
4th row	5.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
5.0	70640	68.1%
1.0	12668	12.2%
4.0	9621	9.3%
3.0	6027	5.8%
2.0	4814	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5.0	70640	68.1%
1.0	12668	12.2%
4.0	9621	9.3%
3.0	6027	5.8%
2.0	4814	4.6%

Most occurring characters

Value	Count	Frequency (%)
.	103770	33.3%
0	103770	33.3%
5	70640	22.7%
1	12668	4.1%
4	9621	3.1%
3	6027	1.9%
2	4814	1.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	311310	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	103770	33.3%
0	103770	33.3%
5	70640	22.7%
1	12668	4.1%
4	9621	3.1%
3	6027	1.9%
2	4814	1.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	311310	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	103770	33.3%
0	103770	33.3%
5	70640	22.7%
1	12668	4.1%
4	9621	3.1%
3	6027	1.9%
2	4814	1.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	311310	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	103770	33.3%
0	103770	33.3%
5	70640	22.7%
1	12668	4.1%
4	9621	3.1%
3	6027	1.9%
2	4814	1.5%

review_title
Text

Distinct	66230
Distinct (%)	63.8%
Missing	40
Missing (%)	< 0.1%
Memory size	810.8 KiB

Length

Max length	100
Median length	87
Mean length	21.959163
Min length	1

Characters and Unicode

Total characters	2277824
Distinct characters	300
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	60339 ?
Unique (%)	58.2%

Sample

1st row	It's a good product
2nd row	nothing came in?
3rd row	Great for basement or garage use.
4th row	PROS/CONS Good things come in SMALL packages!
5th row	Doesn’t pick up well

Value	Count	Frequency (%)
great	18225	4.4%
good	10292	2.5%
for	9811	2.4%
works	9531	2.3%
the	9249	2.3%
it	7947	1.9%
to	7713	1.9%
and	6667	1.6%
a	6348	1.5%
not	6262	1.5%
Other values (13646)	318906	77.6%

Most occurring characters

Value	Count	Frequency (%)
	308547	13.5%
e	217866	9.6%
t	166996	7.3%
o	164346	7.2%
r	130583	5.7%
a	130203	5.7%
s	106882	4.7%
i	98331	4.3%
n	91260	4.0%
d	77341	3.4%
Other values (290)	785469	34.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2277824	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	308547	13.5%
e	217866	9.6%
t	166996	7.3%
o	164346	7.2%
r	130583	5.7%
a	130203	5.7%
s	106882	4.7%
i	98331	4.3%
n	91260	4.0%
d	77341	3.4%
Other values (290)	785469	34.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2277824	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	308547	13.5%
e	217866	9.6%
t	166996	7.3%
o	164346	7.2%
r	130583	5.7%
a	130203	5.7%
s	106882	4.7%
i	98331	4.3%
n	91260	4.0%
d	77341	3.4%
Other values (290)	785469	34.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2277824	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	308547	13.5%
e	217866	9.6%
t	166996	7.3%
o	164346	7.2%
r	130583	5.7%
a	130203	5.7%
s	106882	4.7%
i	98331	4.3%
n	91260	4.0%
d	77341	3.4%
Other values (290)	785469	34.5%

Review_Text
Text

Distinct	95985
Distinct (%)	92.5%
Missing	45
Missing (%)	< 0.1%
Memory size	810.8 KiB

Length

Max length	6427
Median length	2243
Mean length	169.6506
Min length	1

Characters and Unicode

Total characters	17597008
Distinct characters	410
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	94179 ?
Unique (%)	90.8%

Sample

1st row	This radio was perfect for my father. He's older (in his 80s) and he wanted a simple transistor radio for the bathroom that runs on batteries. He didn't want anything too fancy or expensive. This fits the bill.
2nd row	I couldn't get any stations in , worthless to me. YouTube videos why I bought it{: buyer beware!
3rd row	This affordable radio is perfect for my needs. Yet, I miss the quality from the higher end Sony portable. Sorry, the sound is a bit tinny. Yet, I am a fan of the controls, display and design. Good value.
4th row	PROS and CONS and why I chose this one. The story:My mother still lives in independent living with her older sister (she's turning 90, her sister 92).She couldn't get visitors for her birthday because all independent and assisted living places are on lockdown with what's going on.SO I had to find something EASY for her to set up on her own, that was small for her bedside table, and would be a good-sounding radio. EUREKA!PROS:PACKAGING - I was concerned re how it would arrive, but my mother said it was in heavy foam packaging. Came in perfect condition.SIZE - PERFECT SMALL RADIO for her night stand. MUCH smaller than the 22 inch dimensions it shows in top description! It's small enough for a SMALL nightstand.SET UP - MY mother had no problem setting it up or figuring out knobs. This is as easy as radios from the '60's. Basically a couple knobs and a switch to go back and forth between AM and FMSOUND - I was on the phone with my mother as she dialed through various stations and GREAT sound. She was delighted and said, HEAR THIS!PRICE - CAN'T BEAT THE PRICE!
5th row	Waste of money,,,,, can’t get stations on this radio as clear as others

Value	Count	Frequency (%)
the	147292	4.5%
i	100446	3.1%
to	97877	3.0%
and	92966	2.8%
it	85647	2.6%
a	76133	2.3%
for	50965	1.6%
this	50603	1.5%
is	49177	1.5%
my	48342	1.5%
Other values (58146)	2488344	75.7%

Most occurring characters

Value	Count	Frequency (%)
	3228633	18.3%
e	1601899	9.1%
t	1323642	7.5%
o	1101109	6.3%
a	1002576	5.7%
s	863998	4.9%
i	859949	4.9%
n	830358	4.7%
r	767806	4.4%
h	638044	3.6%
Other values (400)	5378994	30.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17597008	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3228633	18.3%
e	1601899	9.1%
t	1323642	7.5%
o	1101109	6.3%
a	1002576	5.7%
s	863998	4.9%
i	859949	4.9%
n	830358	4.7%
r	767806	4.4%
h	638044	3.6%
Other values (400)	5378994	30.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17597008	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3228633	18.3%
e	1601899	9.1%
t	1323642	7.5%
o	1101109	6.3%
a	1002576	5.7%
s	863998	4.9%
i	859949	4.9%
n	830358	4.7%
r	767806	4.4%
h	638044	3.6%
Other values (400)	5378994	30.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17597008	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3228633	18.3%
e	1601899	9.1%
t	1323642	7.5%
o	1101109	6.3%
a	1002576	5.7%
s	863998	4.9%
i	859949	4.9%
n	830358	4.7%
r	767806	4.4%
h	638044	3.6%
Other values (400)	5378994	30.6%

Posted_Date
Date

Distinct	1311
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	810.8 KiB

Minimum	2020-01-01 00:00:00
Maximum	2023-08-25 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Helpfulness
Real number (ℝ)

Skewed Zeros

Distinct	66
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21728823

Minimum	0
Maximum	589
Zeros	93849
Zeros (%)	90.4%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	589
Range	589
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.0207622
Coefficient of variation (CV)	13.902098
Kurtosis	15962.643
Mean	0.21728823
Median Absolute Deviation (MAD)	0
Skewness	102.14197
Sum	22548
Variance	9.1250044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	93849	90.4%
1	7206	6.9%
2	1311	1.3%
3	477	0.5%
4	264	0.3%
5	161	0.2%
6	92	0.1%
7	81	0.1%
8	50	< 0.1%
9	37	< 0.1%
Other values (56)	242	0.2%

Value	Count	Frequency (%)
0	93849	90.4%
1	7206	6.9%
2	1311	1.3%
3	477	0.5%
4	264	0.3%
5	161	0.2%
6	92	0.1%
7	81	0.1%
8	50	< 0.1%
9	37	< 0.1%

Value	Count	Frequency (%)
589	1	< 0.1%
283	1	< 0.1%
243	1	< 0.1%
235	1	< 0.1%
189	1	< 0.1%
174	1	< 0.1%
136	1	< 0.1%
132	1	< 0.1%
118	1	< 0.1%
117	1	< 0.1%

has_images
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	810.8 KiB

0	99770
1	4000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	103770
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	99770	96.1%
1	4000	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	99770	96.1%
1	4000	3.9%

Most occurring characters

Value	Count	Frequency (%)
0	99770	96.1%
1	4000	3.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	103770	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	99770	96.1%
1	4000	3.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	103770	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	99770	96.1%
1	4000	3.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	103770	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	99770	96.1%
1	4000	3.9%

price
Real number (ℝ)

Distinct	53
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.815537

Minimum	5.99
Maximum	175.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	5.99
5-th percentile	6.99
Q1	11.99
median	19.99
Q3	35.99
95-th percentile	87.14
Maximum	175.99
Range	170
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	27.737183
Coefficient of variation (CV)	0.96257736
Kurtosis	9.3428347
Mean	28.815537
Median Absolute Deviation (MAD)	10
Skewness	2.7033784
Sum	2990188.2
Variance	769.35132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.99	8446	8.1%
13.99	5849	5.6%
29.99	4527	4.4%
9.99	4071	3.9%
11.99	4045	3.9%
15.99	3761	3.6%
23.99	2924	2.8%
37.99	2862	2.8%
39.99	2726	2.6%
8.97	2622	2.5%
Other values (43)	61937	59.7%

Value	Count	Frequency (%)
5.99	1465	1.4%
6.36	1113	1.1%
6.44	1308	1.3%
6.99	2271	2.2%
7.82	1149	1.1%
7.95	1635	1.6%
7.99	1316	1.3%
8.54	1178	1.1%
8.97	2622	2.5%
8.99	2221	2.1%

Value	Count	Frequency (%)
175.99	1255	1.2%
118	1452	1.4%
101	1449	1.4%
87.14	1142	1.1%
79.99	1434	1.4%
74.95	1099	1.1%
59.9	1881	1.8%
57	1292	1.2%
55.96	1517	1.5%
51	1426	1.4%

Day_elapsed
Real number (ℝ)

Distinct	1333
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	735.971

Minimum	0
Maximum	1332
Zeros	83
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	0
5-th percentile	121
Q1	476
median	784
Q3	1024
95-th percentile	1191
Maximum	1332
Range	1332
Interquartile range (IQR)	548

Descriptive statistics

Standard deviation	339.56109
Coefficient of variation (CV)	0.46137835
Kurtosis	-0.91646992
Mean	735.971
Median Absolute Deviation (MAD)	264
Skewness	-0.37788496
Sum	76371711
Variance	115301.73
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1167	181	0.2%
1164	176	0.2%
1159	175	0.2%
1157	175	0.2%
1177	172	0.2%
1183	167	0.2%
1166	165	0.2%
1171	164	0.2%
1160	161	0.2%
1175	161	0.2%
Other values (1323)	102073	98.4%

Value	Count	Frequency (%)
0	83	0.1%
1	12	< 0.1%
2	12	< 0.1%
3	12	< 0.1%
4	11	< 0.1%
5	14	< 0.1%
6	24	< 0.1%
7	20	< 0.1%
8	23	< 0.1%
9	24	< 0.1%

Value	Count	Frequency (%)
1332	3	< 0.1%
1331	2	< 0.1%
1330	11	< 0.1%
1329	7	< 0.1%
1328	4	< 0.1%
1327	8	< 0.1%
1326	12	< 0.1%
1325	13	< 0.1%
1324	12	< 0.1%
1323	10	< 0.1%

depth
Real number (ℝ)

High correlation

Distinct	87518
Distinct (%)	84.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-53.634878

Minimum	-100
Maximum	-7.3141478
Zeros	0
Zeros (%)	0.0%
Negative	103770
Negative (%)	100.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	-100
5-th percentile	-81.901228
Q1	-64.837411
median	-48.350618
Q3	-45.146789
95-th percentile	-27.176234
Maximum	-7.3141478
Range	92.685852
Interquartile range (IQR)	19.690622

Descriptive statistics

Standard deviation	19.226345
Coefficient of variation (CV)	-0.35846721
Kurtosis	-0.51313102
Mean	-53.634878
Median Absolute Deviation (MAD)	15.801428
Skewness	0.0065849028
Sum	-5565691.2
Variance	369.65233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-100	1474	1.4%
-62.15480079	678	0.7%
-80.84890017	669	0.6%
-80.84250123	566	0.5%
-64.43692464	451	0.4%
-81.44470947	417	0.4%
-63.13134616	366	0.4%
-62.79221066	242	0.2%
-64.09818971	216	0.2%
-63.51209851	192	0.2%
Other values (87508)	98499	94.9%

Value	Count	Frequency (%)
-100	1474	1.4%
-83.96139282	8	< 0.1%
-83.83256032	13	< 0.1%
-83.82081242	1	< 0.1%
-83.8174782	23	< 0.1%
-83.8085442	6	< 0.1%
-83.7836055	2	< 0.1%
-83.7780258	25	< 0.1%
-83.7650551	3	< 0.1%
-83.75760226	12	< 0.1%

Value	Count	Frequency (%)
-7.314147829	1	< 0.1%
-7.546417695	1	< 0.1%
-7.626836017	1	< 0.1%
-7.855493736	1	< 0.1%
-7.876928883	1	< 0.1%
-7.902762854	1	< 0.1%
-7.982638707	1	< 0.1%
-7.985318326	1	< 0.1%
-7.997865551	1	< 0.1%
-8.004889037	1	< 0.1%

breadth
Real number (ℝ)

High correlation

Distinct	75161
Distinct (%)	72.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0543388

Minimum	0.013189577
Maximum	3.3429617
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	0.013189577
5-th percentile	0.35393519
Q1	0.57086406
median	0.80398825
Q3	1.3105173
95-th percentile	2.8196561
Maximum	3.3429617
Range	3.3297722
Interquartile range (IQR)	0.73965323

Descriptive statistics

Standard deviation	0.74659197
Coefficient of variation (CV)	0.70811389
Kurtosis	1.334139
Mean	1.0543388
Median Absolute Deviation (MAD)	0.27840792
Skewness	1.4814011
Sum	109408.74
Variance	0.55739957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8039882472	11876	11.4%
0.4217663033	1474	1.4%
0.8039882472	1187	1.1%
3.229167424	775	0.7%
2.326794638	683	0.7%
3.342961744	668	0.6%
3.155294562	539	0.5%
3.153489358	457	0.4%
2.731573984	366	0.4%
2.696855083	243	0.2%
Other values (75151)	85502	82.4%

Value	Count	Frequency (%)
0.01318957667	1	< 0.1%
0.02141185931	1	< 0.1%
0.02321670867	1	< 0.1%
0.02377770131	1	< 0.1%
0.02410144519	1	< 0.1%
0.02616735167	1	< 0.1%
0.02738159501	1	< 0.1%
0.03015226037	1	< 0.1%
0.03100424373	1	< 0.1%
0.0313369661	1	< 0.1%

Value	Count	Frequency (%)
3.342961744	668	0.6%
3.342834319	1	< 0.1%
3.34206396	1	< 0.1%
3.34121746	1	< 0.1%
3.340538254	1	< 0.1%
3.340027091	1	< 0.1%
3.339597232	2	< 0.1%
3.338871513	1	< 0.1%
3.332836022	3	< 0.1%
3.331944298	1	< 0.1%

Topic_1
Real number (ℝ)

Distinct	87499
Distinct (%)	84.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.10979924

Minimum	4.147535 × 10^-20
Maximum	0.99720939
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	4.147535 × 10^-20
5-th percentile	1.2442003 × 10^-19
Q1	2.9256296 × 10^-19
median	1.3974215 × 10^-18
Q3	0.13854672
95-th percentile	0.57675065
Maximum	0.99720939
Range	0.99720939
Interquartile range (IQR)	0.13854672

Descriptive statistics

Standard deviation	0.20419943
Coefficient of variation (CV)	1.8597526
Kurtosis	5.3560048
Mean	0.10979924
Median Absolute Deviation (MAD)	1.326806 × 10^-18
Skewness	2.3424148
Sum	11393.868
Variance	0.041697408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	1474	1.4%
0.3787096587	682	0.7%
7.061552133 × 10^-20	669	0.6%
6.958269283 × 10^-20	566	0.5%
0.9964347246	457	0.4%
2.784257975 × 10^-19	417	0.4%
0.9029504554	366	0.4%
0.1192807054	243	0.2%
4.493223647 × 10^-19	216	0.2%
6.87955492 × 10^-20	192	0.2%
Other values (87489)	98488	94.9%

Value	Count	Frequency (%)
4.147535011 × 10^-20	2	< 0.1%
4.268259352 × 10^-20	3	< 0.1%
4.489099647 × 10^-20	1	< 0.1%
4.664085127 × 10^-20	1	< 0.1%
4.920291367 × 10^-20	1	< 0.1%
4.954693228 × 10^-20	1	< 0.1%
4.955025616 × 10^-20	1	< 0.1%
4.965180013 × 10^-20	84	0.1%
4.978253443 × 10^-20	2	< 0.1%
5.059042651 × 10^-20	13	< 0.1%

Value	Count	Frequency (%)
0.9972093882	13	< 0.1%
0.9969672982	4	< 0.1%
0.9969358365	1	< 0.1%
0.9969175778	8	< 0.1%
0.9967185579	1	< 0.1%
0.996697176	1	< 0.1%
0.9966875567	2	< 0.1%
0.9966837774	1	< 0.1%
0.9966745614	2	< 0.1%
0.9966675132	3	< 0.1%

Topic_2
Real number (ℝ)

Distinct	87450
Distinct (%)	84.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.10664088

Minimum	4.4834084 × 10^-20
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	4.4834084 × 10^-20
5-th percentile	1.1613703 × 10^-19
Q1	2.7679702 × 10^-19
median	7.5355331 × 10^-19
Q3	0.097049545
95-th percentile	0.6407062
Maximum	1
Range	1
Interquartile range (IQR)	0.097049545

Descriptive statistics

Standard deviation	0.21653658
Coefficient of variation (CV)	2.0305212
Kurtosis	5.6746549
Mean	0.10664088
Median Absolute Deviation (MAD)	6.3657353 × 10^-19
Skewness	2.4791827
Sum	11066.125
Variance	0.04688809
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	1474	1.4%
1	775	0.7%
5.796967792 × 10^-20	678	0.7%
6.958269283 × 10^-20	566	0.5%
9.856739732 × 10^-20	451	0.4%
2.784257975 × 10^-19	417	0.4%
0.09704954462	366	0.4%
0.8807192946	243	0.2%
4.493223647 × 10^-19	216	0.2%
6.87955492 × 10^-20	192	0.2%
Other values (87440)	98392	94.8%

Value	Count	Frequency (%)
4.483408352 × 10^-20	4	< 0.1%
4.541514264 × 10^-20	26	< 0.1%
4.569832018 × 10^-20	1	< 0.1%
4.657171629 × 10^-20	53	0.1%
4.87253231 × 10^-20	1	< 0.1%
4.955025616 × 10^-20	1	< 0.1%
4.958027805 × 10^-20	1	< 0.1%
4.966478569 × 10^-20	1	< 0.1%
5.032363279 × 10^-20	1	< 0.1%
5.059042651 × 10^-20	13	< 0.1%

Value	Count	Frequency (%)
1	775	0.7%
0.999949551	1	< 0.1%
0.9997966969	1	< 0.1%
0.9997416009	1	< 0.1%
0.9997369537	1	< 0.1%
0.999734747	1	< 0.1%
0.9997024913	2	< 0.1%
0.9995200362	1	< 0.1%
0.9994864076	2	< 0.1%
0.9994287136	2	< 0.1%

Topic_3
Real number (ℝ)

Distinct	87459
Distinct (%)	84.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.098552634

Minimum	4.9782534 × 10^-20
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	4.9782534 × 10^-20
5-th percentile	1.226766 × 10^-19
Q1	2.784258 × 10^-19
median	1.4159254 × 10^-18
Q3	0.041665251
95-th percentile	0.62129034
Maximum	1
Range	1
Interquartile range (IQR)	0.041665251

Descriptive statistics

Standard deviation	0.21334689
Coefficient of variation (CV)	2.1648015
Kurtosis	5.5699914
Mean	0.098552634
Median Absolute Deviation (MAD)	1.3353064 × 10^-18
Skewness	2.4839758
Sum	10226.807
Variance	0.045516895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	1474	1.4%
0.6212903413	683	0.7%
7.061552133 × 10^-20	669	0.6%
1	668	0.6%
0.003565275424	456	0.4%
2.784257975 × 10^-19	417	0.4%
1.088934587 × 10^-19	366	0.4%
8.068804389 × 10^-20	242	0.2%
0.2017337698	216	0.2%
6.87955492 × 10^-20	192	0.2%
Other values (87449)	98387	94.8%

Value	Count	Frequency (%)
4.978253443 × 10^-20	2	< 0.1%
5.056807158 × 10^-20	1	< 0.1%
5.061066349 × 10^-20	1	< 0.1%
5.175948012 × 10^-20	1	< 0.1%
5.196888555 × 10^-20	5	< 0.1%
5.309432565 × 10^-20	2	< 0.1%
5.316742399 × 10^-20	4	< 0.1%
5.327206717 × 10^-20	3	< 0.1%
5.407800269 × 10^-20	1	< 0.1%
5.423471178 × 10^-20	1	< 0.1%

Value	Count	Frequency (%)
1	668	0.6%
0.9999940273	1	< 0.1%
0.9999429137	1	< 0.1%
0.9998804142	1	< 0.1%
0.9998276128	1	< 0.1%
0.9997865755	1	< 0.1%
0.9997513249	2	< 0.1%
0.9996904585	1	< 0.1%
0.9991608211	1	< 0.1%
0.999137088	3	< 0.1%

Topic_4
Real number (ℝ)

High correlation

Distinct	75430
Distinct (%)	72.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.57276361

Minimum	4.147535 × 10^-20
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	4.147535 × 10^-20
5-th percentile	1.1794268 × 10^-19
Q1	0.24704324
median	0.60354148
Q3	0.93530256
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.68825932

Descriptive statistics

Standard deviation	0.35154081
Coefficient of variation (CV)	0.61376248
Kurtosis	-1.4001522
Mean	0.57276361
Median Absolute Deviation (MAD)	0.34154322
Skewness	-0.22231335
Sum	59435.68
Variance	0.12358094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	14049	13.5%
0.2	1474	1.4%
5.796967792 × 10^-20	678	0.7%
7.061552133 × 10^-20	669	0.6%
6.958269283 × 10^-20	566	0.5%
9.856739732 × 10^-20	451	0.4%
1.088934587 × 10^-19	366	0.4%
8.068804389 × 10^-20	242	0.2%
0.7982662302	216	0.2%
1	213	0.2%
Other values (75420)	84846	81.8%

Value	Count	Frequency (%)
4.147535011 × 10^-20	2	< 0.1%
4.268259352 × 10^-20	3	< 0.1%
4.483408352 × 10^-20	4	< 0.1%
4.489099647 × 10^-20	1	< 0.1%
4.541514264 × 10^-20	26	< 0.1%
4.569832018 × 10^-20	1	< 0.1%
4.588572266 × 10^-20	1	< 0.1%
4.657171629 × 10^-20	53	0.1%
4.678108418 × 10^-20	1	< 0.1%
4.783962815 × 10^-20	1	< 0.1%

Value	Count	Frequency (%)
1	14049	13.5%
1	213	0.2%
1	8	< 0.1%
0.9999969657	1	< 0.1%
0.9999918825	1	< 0.1%
0.9999902135	1	< 0.1%
0.9999891108	1	< 0.1%
0.9999888429	1	< 0.1%
0.9999830744	1	< 0.1%
0.9999806559	1	< 0.1%

Topic_5
Real number (ℝ)

Distinct	87319
Distinct (%)	84.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.11224363

Minimum	4.6781084 × 10^-20
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	810.8 KiB

Quantile statistics

Minimum	4.6781084 × 10^-20
5-th percentile	1.0889346 × 10^-19
Q1	2.6416798 × 10^-19
median	7.1008584 × 10^-19
Q3	0.11258138
95-th percentile	0.65877124
Maximum	1
Range	1
Interquartile range (IQR)	0.11258138

Descriptive statistics

Standard deviation	0.22197813
Coefficient of variation (CV)	1.9776458
Kurtosis	4.8024302
Mean	0.11224363
Median Absolute Deviation (MAD)	5.9999214 × 10^-19
Skewness	2.3269141
Sum	11647.521
Variance	0.04927429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	1474	1.4%
5.796967792 × 10^-20	678	0.7%
7.061552133 × 10^-20	669	0.6%
6.958269283 × 10^-20	566	0.5%
1	539	0.5%
9.856739732 × 10^-20	451	0.4%
2.784257975 × 10^-19	417	0.4%
1.088934587 × 10^-19	366	0.4%
8.068804389 × 10^-20	242	0.2%
4.493223647 × 10^-19	216	0.2%
Other values (87309)	98152	94.6%

Value	Count	Frequency (%)
4.678108418 × 10^-20	1	< 0.1%
4.963602213 × 10^-20	7	< 0.1%
4.965180013 × 10^-20	84	0.1%
5.122504142 × 10^-20	9	< 0.1%
5.23708597 × 10^-20	3	< 0.1%
5.288316653 × 10^-20	7	< 0.1%
5.342610105 × 10^-20	1	< 0.1%
5.456151839 × 10^-20	1	< 0.1%
5.462142388 × 10^-20	1	< 0.1%
5.475498772 × 10^-20	1	< 0.1%

Value	Count	Frequency (%)
1	539	0.5%
0.9999879284	1	< 0.1%
0.9999750175	1	< 0.1%
0.9999308645	1	< 0.1%
0.9999145486	1	< 0.1%
0.9998761313	1	< 0.1%
0.9998655154	1	< 0.1%
0.9998610455	1	< 0.1%
0.9998356783	1	< 0.1%
0.99981854	1	< 0.1%

	Average_rating	Day_elapsed	Helpfulness	Num_of_Rating	Rating	Topic_1	Topic_2	Topic_3	Topic_4	Topic_5	breadth	depth	has_images	price
Average_rating	1.000	0.079	-0.029	0.216	0.122	0.014	-0.005	0.034	-0.059	-0.011	0.033	0.014	0.080	-0.012
Day_elapsed	0.079	1.000	-0.086	-0.148	0.037	0.042	0.005	-0.012	-0.036	-0.035	0.023	0.025	0.034	-0.014
Helpfulness	-0.029	-0.086	1.000	-0.022	0.003	-0.016	0.021	-0.045	0.105	-0.001	-0.133	0.020	0.030	0.053
Num_of_Rating	0.216	-0.148	-0.022	1.000	0.052	-0.020	-0.012	0.102	-0.035	-0.031	0.043	-0.019	0.032	-0.060
Rating	0.122	0.037	0.003	0.052	1.000	0.092	0.055	0.077	0.165	0.066	0.137	0.126	0.020	0.074
Topic_1	0.014	0.042	-0.016	-0.020	0.092	1.000	0.146	-0.082	-0.153	-0.118	-0.191	0.374	0.040	0.055
Topic_2	-0.005	0.005	0.021	-0.012	0.055	0.146	1.000	-0.278	-0.071	-0.156	-0.193	0.253	0.033	0.038
Topic_3	0.034	-0.012	-0.045	0.102	0.077	-0.082	-0.278	1.000	-0.078	-0.050	-0.049	0.107	0.043	-0.149
Topic_4	-0.059	-0.036	0.105	-0.035	0.165	-0.153	-0.071	-0.078	1.000	-0.028	-0.551	-0.523	0.052	0.015
Topic_5	-0.011	-0.035	-0.001	-0.031	0.066	-0.118	-0.156	-0.050	-0.028	1.000	-0.178	0.164	0.051	0.127
breadth	0.033	0.023	-0.133	0.043	0.137	-0.191	-0.193	-0.049	-0.551	-0.178	1.000	-0.105	0.058	-0.043
depth	0.014	0.025	0.020	-0.019	0.126	0.374	0.253	0.107	-0.523	0.164	-0.105	1.000	0.053	0.029
has_images	0.080	0.034	0.030	0.032	0.020	0.040	0.033	0.043	0.052	0.051	0.058	0.053	1.000	0.077
price	-0.012	-0.014	0.053	-0.060	0.074	0.055	0.038	-0.149	0.015	0.127	-0.043	0.029	0.077	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	product_name	Average_rating	Num_of_Rating	Rating	review_title	Review_Text	Posted_Date	Helpfulness	has_images	price	Day_elapsed	depth	breadth	Topic_1	Topic_2	Topic_3	Topic_4	Topic_5
0	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	It's a good product	This radio was perfect for my father. He's older (in his 80s) and he wanted a simple transistor radio for the bathroom that runs on batteries. He didn't want anything too fancy or expensive. This fits the bill.	2022-04-21	0	0	34.95	348	-64.655171	0.669266	4.020516e-19	4.020516e-19	3.713893e-02	0.962861	4.020516e-19
1	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	1.0	nothing came in?	I couldn't get any stations in , worthless to me. YouTube videos why I bought it{: buyer beware!	2022-08-29	0	0	34.95	218	-82.011858	0.803988	1.027679e-18	1.027679e-18	1.027679e-18	1.000000	1.027679e-18
2	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	3.0	Great for basement or garage use.	This affordable radio is perfect for my needs. Yet, I miss the quality from the higher end Sony portable. Sorry, the sound is a bit tinny. Yet, I am a fan of the controls, display and design. Good value.	2021-07-16	1	0	34.95	627	-29.575272	1.079158	2.837599e-02	5.696896e-01	8.302376e-03	0.393632	2.111245e-19
3	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	PROS/CONS Good things come in SMALL packages!	PROS and CONS and why I chose this one. The story:My mother still lives in independent living with her older sister (she's turning 90, her sister 92).She couldn't get visitors for her birthday because all independent and assisted living places are on lockdown with what's going on.SO I had to find something EASY for her to set up on her own, that was small for her bedside table, and would be a good-sounding radio. EUREKA!PROS:PACKAGING - I was concerned re how it would arrive, but my mother said it was in heavy foam packaging. Came in perfect condition.SIZE - PERFECT SMALL RADIO for her night stand. MUCH smaller than the 22 inch dimensions it shows in top description! It's small enough for a SMALL nightstand.SET UP - MY mother had no problem setting it up or figuring out knobs. This is as easy as radios from the '60's. Basically a couple knobs and a switch to go back and forth between AM and FMSOUND - I was on the phone with my mother as she dialed through various stations and GREAT sound. She was delighted and said, HEAR THIS!PRICE - CAN'T BEAT THE PRICE!	2020-04-08	0	0	34.95	1091	-10.568444	0.455952	1.146106e-01	1.800103e-01	9.582888e-03	0.336406	3.593906e-01
4	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	1.0	Doesn’t pick up well	Waste of money,,,,, can’t get stations on this radio as clear as others	2020-12-25	0	0	34.95	830	-48.589476	0.511244	1.724329e-02	8.199283e-02	7.909718e-19	0.900764	7.909718e-19
5	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	Surprise!	Surprisingly wonderful little radio. Just what we wanted!!	2020-04-10	0	0	34.95	1089	-65.281653	0.746142	4.479609e-19	4.479609e-19	1.060368e-02	0.989396	4.479609e-19
6	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	4.0	Fair to good reception	Very good portable radio. Great size. Fair to good reception in a difficult reception area.I have tried more expensive radios that didpoorly.	2020-05-23	0	0	34.95	1046	-29.112628	1.912762	1.913648e-01	7.258351e-01	1.743831e-19	0.076045	6.754892e-03
7	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	4.0	Cute LITTLE thing. For local stations only.	Works great for background music and local news in home office.Pros:-AC (electric cord) or 4 AA batteries.-VERY portable—it’s small. See photos.-Very simple to use.-Easy to read numbers.-Throwback classic radio look.-Sound from the one speaker is clear — if the station comes in.Cons:-Pulls in local stations (very local) but not half as many as your car radio (those are built to a very robust standard). If your stations are 25+ miles away, you probably won’t get them unless they have a powerful transmitter or you’re in a very good spot for reception.-Just basic mono sound but you shouldn’t be buying this for sound quality anyway.-You might expect something bigger for $29	2021-03-13	0	1	34.95	752	-9.519001	0.123255	9.594204e-02	1.900608e-01	1.275434e-01	0.394777	1.916768e-01
8	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	good purchase!	I really like this radio!	2021-12-11	0	0	34.95	479	-48.491111	0.682104	3.204450e-19	1.666134e-02	6.525723e-03	0.976813	3.204450e-19
9	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	Exactly as pictured	Doesn't use much power, perfect for camping, brings in lots of stations.	2021-05-04	0	0	34.95	700	-46.610395	0.655132	2.959141e-19	2.959141e-19	2.811365e-02	0.586447	3.854396e-01

	product_name	Average_rating	Num_of_Rating	Rating	review_title	Review_Text	Posted_Date	price	Day_elapsed	depth	breadth	Topic_1	Topic_2	Topic_3	Topic_4	Topic_5
103760	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	awesome covering ,love that i can prop it up for versatility of use .	nothing	2020-12-31	19.99	823	-100.000000	0.421766	2.000000e-01	2.000000e-01	2.000000e-01	2.000000e-01	2.000000e-01
103761	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Love it	iPad air	2022-08-11	19.99	235	-65.512443	0.655239	1.170797e-18	1.170797e-18	4.406475e-02	9.559353e-01	1.170797e-18
103762	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Beautiful	I am pleased with this iPad cover. It is bulkier than I wanted, but I am overall pleased.	2020-11-03	19.99	881	-51.177380	0.754411	8.626995e-04	6.667965e-03	9.505683e-19	9.924693e-01	9.505683e-19
103763	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Love!	Love this cover. Great quality love the pocket too!	2023-03-24	19.99	10	-45.647193	0.643598	4.001619e-01	7.196841e-02	1.889583e-19	5.278697e-01	1.889583e-19
103764	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	4.0	I love it!	Cover for my iPad. Love the color	2021-08-31	19.99	580	-81.645594	0.803988	4.421745e-19	4.421745e-19	4.421745e-19	1.000000e+00	4.421745e-19
103765	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Great iPad cover at an economical price!	It’s very sturdy & protective! Easy to position for free standing.	2022-01-23	19.99	435	-48.823577	3.084726	2.333927e-03	5.245237e-03	2.007745e-19	2.007745e-19	9.924208e-01
103766	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Best iPad case	Nothing to dislike. Excellent quality, easy to use and good price.	2022-06-17	19.99	290	-26.663866	1.582180	2.705334e-02	4.373206e-01	6.482005e-20	6.939895e-02	4.662271e-01
103767	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Durable cover for iPad!	Love this product. Color is pretty.Easy to hold and prop up.Uses: reading books, playing games, Searching internet.	2021-03-01	19.99	763	-28.292449	0.934142	9.884520e-02	7.816330e-02	2.179336e-19	2.685606e-01	5.544309e-01
103768	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Worth it	Quick shipping. Fits ipad easily. Nice colors.	2021-01-19	19.99	804	-32.863061	0.483944	2.226626e-02	2.076929e-03	6.867447e-19	9.026192e-01	7.303760e-02
103769	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Great!	Sturdy, easy to hold and maneuver, durable	2020-06-25	19.99	1012	-30.753805	2.763787	4.969548e-03	1.117813e-02	1.722669e-19	2.927559e-02	9.545767e-01

Most frequently occurring

	product_name	Average_rating	Num_of_Rating	Rating	review_title	Review_Text	Posted_Date	has_images	price	Day_elapsed	depth	breadth	Topic_1	Topic_2	Topic_3	Topic_4	Topic_5	# duplicates
5	1byone Amplified HD Digital TV Antenna - Support 4K 1080p and All Older TV's - Indoor Smart Switch Amplifier Signal Booster - Coax HDTV Cable/AC Adapter	4.0	16453	5.0	Beautiful picture.	Very easy to install. The picture quality was beautiful. Highly recommended.	2020-01-16	0	17.99	1197	-28.609945	2.105598	2.087788e-02	1.054087e-01	1.421011e-19	5.559915e-02	8.181143e-01	4
36	Amazon Basics 3.5mm Aux Jack Audio Extension Cable, Male to Female, Adapter for Headphone or Smartphone, 6 Foot, Black	4.6	57765	5.0	Good cord	Works great, as described.	2022-05-09	0	6.99	377	-62.639780	2.338611	3.657253e-01	1.006019e-19	6.342747e-01	1.006019e-19	1.006019e-19	4
42	Amazon Basics 3.5mm Aux Jack Audio Extension Cable, Male to Female, Adapter for Headphone or Smartphone, 6 Foot, Black	4.6	57765	5.0	Works as Intended	Chord feels a little thin but overall it gets the job done and the audio quality sounds just as good as plugging it directly into the pc (apple earbuds)	2022-04-11	0	6.99	405	-49.285962	1.133184	2.059675e-19	5.456954e-01	1.824540e-05	4.542863e-01	2.059675e-19	4
84	Amazon Basics External Hard Drive Portable Carrying Case	4.8	74643	5.0	Muy buen precio/calidad	El case se mira muy bien, resiste te y estético. Mi disco duro cabe perfecto. Buena compra a buen precio.	2020-02-29	1	10.92	1258	-82.376279	0.803988	2.378367e-18	2.378367e-18	2.378367e-18	1.000000e+00	2.378367e-18	4
202	Cable Clips Management - Nightstand Accessories - Cord Organizer - Desk Cable Management - Wire Holder System - Adhesive Cord Clips - Home, Office, Cubicle, Car - Gift Idea - Black	4.3	20902	5.0	Easy to use	This product adheres, to any surface type and stays. Just peel the back paper of a press into the area you wish yo gave it. It can hold different size cables	2020-10-06	0	8.97	912	-46.779701	0.354231	1.762403e-01	1.027677e-01	4.284148e-19	7.209920e-01	4.284148e-19	4
453	PROZOR 192KHz Digital to Analog Audio Converter DAC Digital SPDIF Optical to Analog L/R RCA Converter Toslink Optical to 3.5mm Jack Adapter for PS3 HD DVD PS4 Amp Apple TV Home Cinema	4.4	36537	5.0	Works Perfectly; Easy Install	Worked as advertised. Couldn't be easier to install.	2021-10-25	0	13.85	553	-29.491772	1.551656	1.916472e-02	2.753437e-19	7.108954e-02	1.885149e-01	7.212308e-01	4
575	Upgraded, Anker Soundcore Boost Bluetooth Speaker with Well-Balanced Sound, BassUp, 12H Playtime, USB-C, IPX7 Waterproof, Wireless Speaker with Customizable EQ via App, Wireless Stereo Pairing	4.6	28665	2.0	Good sound, terrible battery performance.	Good sound for a speaker this size. However, the battery life is abysmal. After about six months, the batter started dying really quickly. At this point, it won’t even hold a charge. Save your money or get a different brand.	2021-03-09	0	101.00	889	-63.203489	0.865212	1.980023e-19	4.320803e-01	1.980023e-19	5.679197e-01	1.980023e-19	4
583	Upgraded, Anker Soundcore Boost Bluetooth Speaker with Well-Balanced Sound, BassUp, 12H Playtime, USB-C, IPX7 Waterproof, Wireless Speaker with Customizable EQ via App, Wireless Stereo Pairing	4.6	28665	5.0	Nice and loud	Takes a while to charge but once charged it lasts for a long time	2020-11-10	0	101.00	1008	-81.867776	0.803988	7.375232e-19	7.375232e-19	7.375232e-19	1.000000e+00	7.375232e-19	4
601	amFilm Screen Protector for iPad Mini 5/iPad Mini 4, Tempered Glass, 1 Pack	4.6	19847	5.0	Customer Service	I had an issue with the first one received, contacted customer service and they sent a new one no charge. I haveput it on my Ipad mini and I love it. It was so easy to do.	2020-02-05	0	6.36	1284	-63.353359	1.108885	2.362201e-19	2.362201e-19	2.362201e-19	4.483169e-01	5.516831e-01	4
632	iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit	4.9	17318	5.0	quality product	Very good quality, worth the money	2022-04-02	0	74.95	509	-63.060969	2.178230	1.262107e-19	8.340242e-01	1.262107e-19	1.659758e-01	1.262107e-19	4

Overview

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(unknown)

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Sample

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Most frequently occurring